The webinar covers the challenges, advantages, and limitations of edge AI technology, using various examples to illustrate its applications. It also presents state-of-the-art tools to initiate a project easily and provides a live demonstration using STMicroelectronics NanoEdge AI Studio, enabling users to discover what can be achieved without prior experience in AI projects.